回撤风险度量及其对风险管理的启示:综述

A review on drawdown risk measures and their implications for risk management

Journal of Economic Surveys · 2022
被引 18
人大 AABS 2

中文导读

系统综述了回撤风险度量的文献,介绍两种计算回撤的方法,分析其在风险管理、投资组合构建和优化中的应用,并讨论回撤的统计性质,为学者和从业者提供参考。

Abstract

Abstract As highlighted by the recent market turmoil following COVID‐19, markets can experience significant retracements or drawdowns. While these recent market moves have definitely been large, significant drawdowns have been around since the start of financial markets. Various risk metrics such as Value at Risk and volatility are used to describe risk. The intuitive drawdown risk measure, which is often used in practice alongside the above metrics, is receiving more and more academic attention. In this article we provide a systematic review of the literature on the drawdown risk measures. We describe two different methodologies for calculating drawdowns and analyze drawdown based risk measures used in risk management, portfolio construction and optimization. Finally we discuss the statistical properties related to drawdowns. Based on the research done so far, we identify several areas for further research.

回撤风险度量风险管理投资组合优化统计性质